waveform

Overview
Reproduction

Dataset statistics

Number of variables	20
Number of observations	5000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	781.4 KiB
Average record size in memory	160.0 B

Variable types

NUM	19
CAT	1

Reproduction

Analysis started	2020-08-25 02:04:16.910267
Analysis finished	2020-08-25 02:05:11.267162
Duration	54.36 seconds
Version	pandas-profiling v2.8.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

X19
Real number (ℝ)

Distinct count	554
Unique (%)	11.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.32856799999999997
Minimum	-3.11
Maximum	4.62
Zeros	16
Zeros (%)	0.3%
Memory size	39.2 KiB

Quantile statistics

Minimum	-3.11
5-th percentile	-1.42
Q1	-0.4
median	0.31
Q3	1.06
95-th percentile	2.05
Maximum	4.62
Range	7.73
Interquartile range (IQR)	1.46

Descriptive statistics

Standard deviation	1.063831517
Coefficient of variation (CV)	3.237781881
Kurtosis	-0.0661963268
Mean	0.328568
Median Absolute Deviation (MAD)	0.73
Skewness	0.03011565904
Sum	1642.84
Variance	1.131737497

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
-0.08	30	0.6%
0.36	28	0.6%
0.44	28	0.6%
0.84	27	0.5%
0.74	26	0.5%
-0.1	26	0.5%
0.25	25	0.5%
0.39	25	0.5%
0.64	25	0.5%
0.07	25	0.5%
0.52	24	0.5%
0.01	24	0.5%
-0.22	24	0.5%
0.58	24	0.5%
0.26	23	0.5%
-0.19	22	0.4%
1.05	22	0.4%
0.02	22	0.4%
-0.16	22	0.4%
-0.01	22	0.4%
0.38	22	0.4%
-0.41	22	0.4%
-0.48	21	0.4%
-0.46	21	0.4%
0.88	21	0.4%
Other values (529)	4399	88.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.11	1	< 0.1%
-3.09	1	< 0.1%
-3.03	1	< 0.1%
-2.99	1	< 0.1%
-2.85	1	< 0.1%
-2.8	2	< 0.1%
-2.78	1	< 0.1%
-2.73	2	< 0.1%
-2.67	3	0.1%
-2.64	1	< 0.1%

Value	Count	Frequency (%)
4.62	1	< 0.1%
4.35	1	< 0.1%
4.03	1	< 0.1%
4	1	< 0.1%
3.86	1	< 0.1%
3.85	1	< 0.1%
3.52	1	< 0.1%
3.51	1	< 0.1%
3.46	1	< 0.1%
3.44	1	< 0.1%

X16
Real number (ℝ)

Distinct count	754
Unique (%)	15.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.338196
Minimum	-3.97
Maximum	6.65
Zeros	10
Zeros (%)	0.2%
Memory size	39.2 KiB

Quantile statistics

Minimum	-3.97
5-th percentile	-1.17
Q1	0.08
median	1.18
Q3	2.55
95-th percentile	4.1905
Maximum	6.65
Range	10.62
Interquartile range (IQR)	2.47

Descriptive statistics

Standard deviation	1.668562785
Coefficient of variation (CV)	1.246874736
Kurtosis	-0.5098868348
Mean	1.338196
Median Absolute Deviation (MAD)	1.21
Skewness	0.2608796827
Sum	6690.98
Variance	2.784101766

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.4	21	0.4%
0.52	21	0.4%
0.41	19	0.4%
-0.28	19	0.4%
0.29	19	0.4%
1.56	19	0.4%
0.55	18	0.4%
1.05	18	0.4%
0.08	18	0.4%
0.67	17	0.3%
0.21	16	0.3%
0.85	16	0.3%
0.72	16	0.3%
1.61	16	0.3%
-0.01	16	0.3%
0.45	16	0.3%
0.91	16	0.3%
-0.37	15	0.3%
1.07	15	0.3%
0.17	15	0.3%
0.75	15	0.3%
-0.16	15	0.3%
1.01	15	0.3%
0.12	15	0.3%
-0.31	15	0.3%
Other values (729)	4579	91.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.97	1	< 0.1%
-2.8	1	< 0.1%
-2.74	1	< 0.1%
-2.62	1	< 0.1%
-2.6	1	< 0.1%
-2.59	1	< 0.1%
-2.58	2	< 0.1%
-2.55	2	< 0.1%
-2.54	1	< 0.1%
-2.53	1	< 0.1%

Value	Count	Frequency (%)
6.65	1	< 0.1%
6.29	2	< 0.1%
6.23	1	< 0.1%
6.17	1	< 0.1%
6.12	1	< 0.1%
6.07	1	< 0.1%
5.99	1	< 0.1%
5.96	1	< 0.1%
5.89	1	< 0.1%
5.88	1	< 0.1%

X15
Real number (ℝ)

Distinct count	816
Unique (%)	16.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.98184
Minimum	-2.83
Maximum	7.75
Zeros	5
Zeros (%)	0.1%
Memory size	39.2 KiB

Quantile statistics

Minimum	-2.83
5-th percentile	-0.73
Q1	0.6
median	1.82
Q3	3.3
95-th percentile	5.07
Maximum	7.75
Range	10.58
Interquartile range (IQR)	2.7

Descriptive statistics

Standard deviation	1.80269719
Coefficient of variation (CV)	0.909607834
Kurtosis	-0.4916169208
Mean	1.98184
Median Absolute Deviation (MAD)	1.33
Skewness	0.2716071851
Sum	9909.2
Variance	3.249717158

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.83	17	0.3%
1.47	16	0.3%
1.89	16	0.3%
0.06	16	0.3%
1.36	16	0.3%
1.17	16	0.3%
1.09	16	0.3%
1.18	16	0.3%
0.39	16	0.3%
1.82	15	0.3%
1.53	15	0.3%
1.4	15	0.3%
1.55	15	0.3%
0.8	15	0.3%
0.45	15	0.3%
1.14	14	0.3%
0.5	14	0.3%
0.98	14	0.3%
1.68	14	0.3%
2.22	14	0.3%
3.37	14	0.3%
1.02	14	0.3%
1.31	14	0.3%
1.58	14	0.3%
0.19	14	0.3%
Other values (791)	4625	92.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2.83	1	< 0.1%
-2.77	1	< 0.1%
-2.55	1	< 0.1%
-2.51	1	< 0.1%
-2.47	1	< 0.1%
-2.39	1	< 0.1%
-2.38	1	< 0.1%
-2.32	1	< 0.1%
-2.25	1	< 0.1%
-2.24	1	< 0.1%

Value	Count	Frequency (%)
7.75	1	< 0.1%
7.67	1	< 0.1%
7.66	1	< 0.1%
7.56	1	< 0.1%
7.46	1	< 0.1%
7.39	1	< 0.1%
7.34	1	< 0.1%
7.2	1	< 0.1%
7.11	1	< 0.1%
7.1	1	< 0.1%

X26
Real number (ℝ)

Distinct count	525
Unique (%)	10.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.00028599999999999996
Minimum	-3.43
Maximum	3.85
Zeros	22
Zeros (%)	0.4%
Memory size	39.2 KiB

Quantile statistics

Minimum	-3.43
5-th percentile	-1.6405
Q1	-0.66
median	0.02
Q3	0.66
95-th percentile	1.61
Maximum	3.85
Range	7.28
Interquartile range (IQR)	1.32

Descriptive statistics

Standard deviation	0.9868098586
Coefficient of variation (CV)	3450.384121
Kurtosis	0.09176658701
Mean	0.000286
Median Absolute Deviation (MAD)	0.66
Skewness	0.02176149914
Sum	1.43
Variance	0.9737936969

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.05	33	0.7%
-0.02	33	0.7%
0.04	31	0.6%
0.15	30	0.6%
-0.21	29	0.6%
0.25	29	0.6%
0.35	28	0.6%
-0.34	28	0.6%
-0.22	28	0.6%
0.38	27	0.5%
-0.17	27	0.5%
-0.16	27	0.5%
0.13	26	0.5%
-0.4	26	0.5%
0.61	26	0.5%
-0.64	25	0.5%
-0.63	25	0.5%
-0.68	25	0.5%
0.09	25	0.5%
0.53	25	0.5%
0.21	24	0.5%
-0.07	24	0.5%
0.28	24	0.5%
0.81	24	0.5%
-0.37	24	0.5%
Other values (500)	4327	86.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.43	1	< 0.1%
-3.23	1	< 0.1%
-3.17	1	< 0.1%
-3.12	1	< 0.1%
-3.11	1	< 0.1%
-3.09	1	< 0.1%
-3.06	1	< 0.1%
-3.04	1	< 0.1%
-2.84	1	< 0.1%
-2.82	1	< 0.1%

Value	Count	Frequency (%)
3.85	1	< 0.1%
3.79	1	< 0.1%
3.39	1	< 0.1%
3.37	1	< 0.1%
3.27	1	< 0.1%
3.19	1	< 0.1%
3.1	1	< 0.1%
3.06	1	< 0.1%
2.93	1	< 0.1%
2.92	2	< 0.1%

X04
Real number (ℝ)

Distinct count	772
Unique (%)	15.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.3522900000000002
Minimum	-3.47
Maximum	6.66
Zeros	10
Zeros (%)	0.2%
Memory size	39.2 KiB

Quantile statistics

Minimum	-3.47
5-th percentile	-1.1405
Q1	0.07
median	1.2
Q3	2.53
95-th percentile	4.28
Maximum	6.66
Range	10.13
Interquartile range (IQR)	2.46

Descriptive statistics

Standard deviation	1.668541801
Coefficient of variation (CV)	1.233863891
Kurtosis	-0.4649576771
Mean	1.35229
Median Absolute Deviation (MAD)	1.22
Skewness	0.2720371073
Sum	6761.45
Variance	2.784031742

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1.47	22	0.4%
0.4	19	0.4%
0.63	18	0.4%
1.9	18	0.4%
-0.03	18	0.4%
-0.23	18	0.4%
0.67	17	0.3%
1.68	17	0.3%
0.14	17	0.3%
-0.45	17	0.3%
0.85	17	0.3%
-0.04	17	0.3%
1.33	16	0.3%
0.98	16	0.3%
1.73	16	0.3%
0.79	16	0.3%
1.13	16	0.3%
1.45	16	0.3%
-0.07	16	0.3%
1.54	16	0.3%
2.13	15	0.3%
-0.33	15	0.3%
-0.06	15	0.3%
-0.36	15	0.3%
0.75	15	0.3%
Other values (747)	4582	91.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.47	1	< 0.1%
-3.03	1	< 0.1%
-2.99	1	< 0.1%
-2.91	1	< 0.1%
-2.71	1	< 0.1%
-2.67	1	< 0.1%
-2.61	1	< 0.1%
-2.58	1	< 0.1%
-2.54	1	< 0.1%
-2.51	1	< 0.1%

Value	Count	Frequency (%)
6.66	1	< 0.1%
6.55	1	< 0.1%
6.48	1	< 0.1%
6.42	1	< 0.1%
6.31	1	< 0.1%
6.21	2	< 0.1%
6.2	1	< 0.1%
6.15	1	< 0.1%
5.96	1	< 0.1%
5.91	1	< 0.1%

X12
Real number (ℝ)

Distinct count	768
Unique (%)	15.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.647354
Minimum	-2.34
Maximum	6.9
Zeros	5
Zeros (%)	0.1%
Memory size	39.2 KiB

Quantile statistics

Minimum	-2.34
5-th percentile	-0.17
Q1	1.42
median	2.78
Q3	3.9
95-th percentile	5.23
Maximum	6.9
Range	9.24
Interquartile range (IQR)	2.48

Descriptive statistics

Standard deviation	1.659625479
Coefficient of variation (CV)	0.6268997191
Kurtosis	-0.5210556349
Mean	2.647354
Median Absolute Deviation (MAD)	1.24
Skewness	-0.2048116273
Sum	13236.77
Variance	2.75435673

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
4.04	19	0.4%
2.1	18	0.4%
3.13	18	0.4%
3.37	17	0.3%
3.1	17	0.3%
3.8	17	0.3%
2.77	17	0.3%
2.34	17	0.3%
3.26	16	0.3%
2.07	16	0.3%
1.9	16	0.3%
3.24	16	0.3%
3.35	16	0.3%
1.42	16	0.3%
3.14	15	0.3%
3.15	15	0.3%
3.33	15	0.3%
2.61	15	0.3%
3.76	15	0.3%
4.12	15	0.3%
3.06	15	0.3%
2.56	15	0.3%
4.09	15	0.3%
2.45	15	0.3%
3.54	15	0.3%
Other values (743)	4599	92.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2.34	1	< 0.1%
-2.21	1	< 0.1%
-2.18	1	< 0.1%
-2.17	1	< 0.1%
-2.09	1	< 0.1%
-2.02	1	< 0.1%
-1.93	1	< 0.1%
-1.87	1	< 0.1%
-1.85	1	< 0.1%
-1.77	1	< 0.1%

Value	Count	Frequency (%)
6.9	1	< 0.1%
6.71	1	< 0.1%
6.68	1	< 0.1%
6.65	1	< 0.1%
6.64	1	< 0.1%
6.63	1	< 0.1%
6.54	2	< 0.1%
6.49	1	< 0.1%
6.48	1	< 0.1%
6.47	1	< 0.1%

X37
Real number (ℝ)

Distinct count	520
Unique (%)	10.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-0.010842
Minimum	-3.29
Maximum	3.72
Zeros	24
Zeros (%)	0.5%
Memory size	39.2 KiB

Quantile statistics

Minimum	-3.29
5-th percentile	-1.64
Q1	-0.66
median	-0.03
Q3	0.67
95-th percentile	1.64
Maximum	3.72
Range	7.01
Interquartile range (IQR)	1.33

Descriptive statistics

Standard deviation	0.995721971
Coefficient of variation (CV)	-91.83932586
Kurtosis	-0.0149757898
Mean	-0.010842
Median Absolute Deviation (MAD)	0.66
Skewness	0.0354758372
Sum	-54.21
Variance	0.9914622435

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.71	32	0.6%
-0.58	30	0.6%
-0.05	30	0.6%
-0.07	28	0.6%
0.12	28	0.6%
0.23	28	0.6%
-0.04	27	0.5%
-0.44	27	0.5%
-0.09	27	0.5%
0.05	27	0.5%
-0.49	26	0.5%
0.68	26	0.5%
0.19	26	0.5%
0.21	25	0.5%
-0.19	25	0.5%
-0.18	25	0.5%
-0.6	25	0.5%
-0.22	25	0.5%
-0.42	24	0.5%
-0.11	24	0.5%
-0.57	24	0.5%
0.01	24	0.5%
-0.21	24	0.5%
0.11	24	0.5%
-0.17	24	0.5%
Other values (495)	4345	86.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.29	1	< 0.1%
-3.23	1	< 0.1%
-3.06	2	< 0.1%
-2.96	1	< 0.1%
-2.87	1	< 0.1%
-2.86	1	< 0.1%
-2.85	2	< 0.1%
-2.84	1	< 0.1%
-2.78	1	< 0.1%
-2.76	1	< 0.1%

Value	Count	Frequency (%)
3.72	1	< 0.1%
3.34	1	< 0.1%
3.29	1	< 0.1%
3.25	1	< 0.1%
3.2	1	< 0.1%
3.07	1	< 0.1%
2.98	1	< 0.1%
2.93	1	< 0.1%
2.86	3	0.1%
2.79	1	< 0.1%

X27
Real number (ℝ)

Distinct count	534
Unique (%)	10.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.01315
Minimum	-3.73
Maximum	3.59
Zeros	26
Zeros (%)	0.5%
Memory size	39.2 KiB

Quantile statistics

Minimum	-3.73
5-th percentile	-1.65
Q1	-0.66
median	0.01
Q3	0.7
95-th percentile	1.65
Maximum	3.59
Range	7.32
Interquartile range (IQR)	1.36

Descriptive statistics

Standard deviation	1.00583947
Coefficient of variation (CV)	76.48969356
Kurtosis	0.02242769023
Mean	0.01315
Median Absolute Deviation (MAD)	0.68
Skewness	0.01106921843
Sum	65.75
Variance	1.01171304

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
-0.16	34	0.7%
-0.43	30	0.6%
0.39	29	0.6%
0.1	29	0.6%
-0.34	28	0.6%
0.45	27	0.5%
0.2	27	0.5%
-0.15	27	0.5%
0.33	26	0.5%
-0.58	26	0.5%
-0	26	0.5%
0.04	26	0.5%
0.62	25	0.5%
0.46	25	0.5%
-0.01	25	0.5%
0.25	24	0.5%
-0.5	24	0.5%
0.86	24	0.5%
0.02	23	0.5%
0.21	23	0.5%
-0.06	23	0.5%
-0.23	23	0.5%
0.27	23	0.5%
-0.21	23	0.5%
-0.36	23	0.5%
Other values (509)	4357	87.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.73	1	< 0.1%
-3.33	1	< 0.1%
-3.29	1	< 0.1%
-3.26	1	< 0.1%
-3.16	1	< 0.1%
-3.1	1	< 0.1%
-3.06	1	< 0.1%
-3.03	1	< 0.1%
-3	1	< 0.1%
-2.95	1	< 0.1%

Value	Count	Frequency (%)
3.59	1	< 0.1%
3.5	1	< 0.1%
3.3	1	< 0.1%
3.26	1	< 0.1%
3.23	1	< 0.1%
3.17	1	< 0.1%
3.16	1	< 0.1%
3.13	1	< 0.1%
3.04	1	< 0.1%
2.94	1	< 0.1%

X39
Real number (ℝ)

Distinct count	530
Unique (%)	10.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.025927999999999996
Minimum	-3.75
Maximum	3.5
Zeros	31
Zeros (%)	0.6%
Memory size	39.2 KiB

Quantile statistics

Minimum	-3.75
5-th percentile	-1.6405
Q1	-0.6525
median	0.03
Q3	0.69
95-th percentile	1.68
Maximum	3.5
Range	7.25
Interquartile range (IQR)	1.3425

Descriptive statistics

Standard deviation	1.002821674
Coefficient of variation (CV)	38.67717038
Kurtosis	0.02057770587
Mean	0.025928
Median Absolute Deviation (MAD)	0.68
Skewness	-0.02012894339
Sum	129.64
Variance	1.005651309

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.1	34	0.7%
-0.19	33	0.7%
0	31	0.6%
0.59	31	0.6%
-0.26	28	0.6%
-0.04	28	0.6%
0.51	27	0.5%
0.4	27	0.5%
-0.35	26	0.5%
-0.65	26	0.5%
-0.01	25	0.5%
-0.13	25	0.5%
-0.33	25	0.5%
0.69	25	0.5%
0.67	25	0.5%
0.25	25	0.5%
0.53	24	0.5%
-0.07	24	0.5%
0.24	24	0.5%
-0.15	24	0.5%
-0.16	24	0.5%
0.09	24	0.5%
0.68	24	0.5%
-0.28	23	0.5%
0.27	23	0.5%
Other values (505)	4345	86.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.75	1	< 0.1%
-3.58	1	< 0.1%
-3.53	1	< 0.1%
-3.47	1	< 0.1%
-3.05	1	< 0.1%
-3.01	1	< 0.1%
-3	1	< 0.1%
-2.98	1	< 0.1%
-2.9	1	< 0.1%
-2.89	1	< 0.1%

Value	Count	Frequency (%)
3.5	1	< 0.1%
3.45	1	< 0.1%
3.36	1	< 0.1%
3.29	1	< 0.1%
3.14	1	< 0.1%
2.99	1	< 0.1%
2.88	1	< 0.1%
2.87	1	< 0.1%
2.84	1	< 0.1%
2.78	1	< 0.1%

X06
Real number (ℝ)

Distinct count	890
Unique (%)	17.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.6655559999999996
Minimum	-2.97
Maximum	8.53
Zeros	5
Zeros (%)	0.1%
Memory size	39.2 KiB

Quantile statistics

Minimum	-2.97
5-th percentile	-0.47
Q1	1.11
median	2.53
Q3	4.22
95-th percentile	6.04
Maximum	8.53
Range	11.5
Interquartile range (IQR)	3.11

Descriptive statistics

Standard deviation	2.032673797
Coefficient of variation (CV)	0.7625702843
Kurtosis	-0.6790518256
Mean	2.665556
Median Absolute Deviation (MAD)	1.55
Skewness	0.1427894509
Sum	13327.78
Variance	4.131762763

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
4.04	16	0.3%
1.67	16	0.3%
1.57	15	0.3%
1.58	14	0.3%
2.08	14	0.3%
3.51	14	0.3%
1.62	14	0.3%
2.02	14	0.3%
1.37	14	0.3%
3.18	13	0.3%
1.4	13	0.3%
1.42	13	0.3%
0.92	13	0.3%
3.02	13	0.3%
1.52	13	0.3%
2.98	13	0.3%
3.69	13	0.3%
1.03	13	0.3%
2.32	13	0.3%
0.98	13	0.3%
2.92	12	0.2%
2.18	12	0.2%
5.16	12	0.2%
4.7	12	0.2%
1.95	12	0.2%
Other values (865)	4666	93.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2.97	1	< 0.1%
-2.92	1	< 0.1%
-2.84	1	< 0.1%
-2.7	1	< 0.1%
-2.66	1	< 0.1%
-2.5	1	< 0.1%
-2.41	1	< 0.1%
-2.21	2	< 0.1%
-1.88	1	< 0.1%
-1.86	1	< 0.1%

Value	Count	Frequency (%)
8.53	1	< 0.1%
8.32	1	< 0.1%
8.24	1	< 0.1%
8.04	1	< 0.1%
7.99	1	< 0.1%
7.98	1	< 0.1%
7.95	1	< 0.1%
7.94	1	< 0.1%
7.93	1	< 0.1%
7.88	1	< 0.1%

X25
Real number (ℝ)

Distinct count	523
Unique (%)	10.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-0.011930000000000001
Minimum	-3.53
Maximum	3.91
Zeros	19
Zeros (%)	0.4%
Memory size	39.2 KiB

Quantile statistics

Minimum	-3.53
5-th percentile	-1.65
Q1	-0.66
median	-0.02
Q3	0.65
95-th percentile	1.6
Maximum	3.91
Range	7.44
Interquartile range (IQR)	1.31

Descriptive statistics

Standard deviation	0.981215436
Coefficient of variation (CV)	-82.24773143
Kurtosis	0.05003702268
Mean	-0.01193
Median Absolute Deviation (MAD)	0.65
Skewness	-0.03075135531
Sum	-59.65
Variance	0.9627837318

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.49	28	0.6%
-0.2	28	0.6%
0.19	28	0.6%
-0.15	28	0.6%
-0.19	27	0.5%
0.06	27	0.5%
0.81	26	0.5%
0.26	26	0.5%
-0.1	26	0.5%
-0.22	26	0.5%
-0.05	25	0.5%
-0.41	25	0.5%
0.25	24	0.5%
0.17	24	0.5%
0.09	24	0.5%
0.4	24	0.5%
-0.37	24	0.5%
0.03	24	0.5%
0.23	24	0.5%
0.2	24	0.5%
-0.23	24	0.5%
-0.34	23	0.5%
0.21	23	0.5%
-0.16	23	0.5%
-0.18	23	0.5%
Other values (498)	4372	87.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.53	1	< 0.1%
-3.14	1	< 0.1%
-3.07	1	< 0.1%
-3.06	1	< 0.1%
-2.99	1	< 0.1%
-2.97	3	0.1%
-2.91	1	< 0.1%
-2.86	1	< 0.1%
-2.85	1	< 0.1%
-2.81	2	< 0.1%

Value	Count	Frequency (%)
3.91	1	< 0.1%
3.56	1	< 0.1%
3.52	1	< 0.1%
3.4	1	< 0.1%
3.34	1	< 0.1%
3.14	1	< 0.1%
3.03	1	< 0.1%
2.99	1	< 0.1%
2.92	1	< 0.1%
2.87	1	< 0.1%

X09
Real number (ℝ)

Distinct count	713
Unique (%)	14.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.996004
Minimum	-1.72
Maximum	7.86
Zeros	3
Zeros (%)	0.1%
Memory size	39.2 KiB

Quantile statistics

Minimum	-1.72
5-th percentile	0.46
Q1	1.9
median	3.01
Q3	4.1
95-th percentile	5.47
Maximum	7.86
Range	9.58
Interquartile range (IQR)	2.2

Descriptive statistics

Standard deviation	1.524579004
Coefficient of variation (CV)	0.5088708173
Kurtosis	-0.4377800834
Mean	2.996004
Median Absolute Deviation (MAD)	1.09
Skewness	-0.01457953949
Sum	14980.02
Variance	2.32434114

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2.9	20	0.4%
3.47	20	0.4%
2.79	20	0.4%
4.3	19	0.4%
3.23	19	0.4%
3.54	19	0.4%
2.4	18	0.4%
1.74	18	0.4%
3.35	18	0.4%
3.39	18	0.4%
3.06	17	0.3%
3.01	17	0.3%
2.83	17	0.3%
3.69	17	0.3%
3.02	17	0.3%
4.11	17	0.3%
3.67	17	0.3%
2.47	17	0.3%
3.7	17	0.3%
2.59	17	0.3%
2.73	17	0.3%
3.28	16	0.3%
3.46	16	0.3%
2.76	16	0.3%
3.37	16	0.3%
Other values (688)	4560	91.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1.72	1	< 0.1%
-1.56	1	< 0.1%
-1.52	1	< 0.1%
-1.48	1	< 0.1%
-1.17	1	< 0.1%
-1.15	1	< 0.1%
-1.08	1	< 0.1%
-1.04	1	< 0.1%
-0.97	1	< 0.1%
-0.92	1	< 0.1%

Value	Count	Frequency (%)
7.86	1	< 0.1%
7.37	1	< 0.1%
7.34	1	< 0.1%
7.29	1	< 0.1%
7.2	1	< 0.1%
7.12	1	< 0.1%
7.05	1	< 0.1%
6.95	1	< 0.1%
6.84	2	< 0.1%
6.81	1	< 0.1%

X13
Real number (ℝ)

Distinct count	793
Unique (%)	15.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.671456
Minimum	-2.74
Maximum	8.82
Zeros	4
Zeros (%)	0.1%
Memory size	39.2 KiB

Quantile statistics

Minimum	-2.74
5-th percentile	-0.26
Q1	1.36
median	2.75
Q3	3.97
95-th percentile	5.43
Maximum	8.82
Range	11.56
Interquartile range (IQR)	2.61

Descriptive statistics

Standard deviation	1.764309337
Coefficient of variation (CV)	0.6604298694
Kurtosis	-0.555784552
Mean	2.671456
Median Absolute Deviation (MAD)	1.31
Skewness	-0.08417838203
Sum	13357.28
Variance	3.112787438

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
3.02	21	0.4%
2.87	20	0.4%
3.79	18	0.4%
1.89	18	0.4%
3.58	18	0.4%
3.84	18	0.4%
3.56	18	0.4%
2.91	17	0.3%
2.97	16	0.3%
3.88	16	0.3%
3.37	16	0.3%
3.27	16	0.3%
1.38	16	0.3%
3.39	16	0.3%
3.75	16	0.3%
2.96	15	0.3%
2.9	15	0.3%
3.65	15	0.3%
3.61	15	0.3%
2.16	15	0.3%
1.31	15	0.3%
2.02	15	0.3%
1.18	15	0.3%
2.31	15	0.3%
3.62	15	0.3%
Other values (768)	4590	91.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2.74	1	< 0.1%
-2.64	1	< 0.1%
-2.42	1	< 0.1%
-2.39	1	< 0.1%
-2.24	1	< 0.1%
-2.2	1	< 0.1%
-2.17	1	< 0.1%
-2.08	1	< 0.1%
-2.05	1	< 0.1%
-1.97	1	< 0.1%

Value	Count	Frequency (%)
8.82	1	< 0.1%
8.04	1	< 0.1%
8	1	< 0.1%
7.69	1	< 0.1%
7.63	1	< 0.1%
7.43	1	< 0.1%
7.32	1	< 0.1%
7.23	1	< 0.1%
7.22	1	< 0.1%
7.18	1	< 0.1%

X31
Real number (ℝ)

Distinct count	530
Unique (%)	10.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.030427999999999993
Minimum	-3.41
Maximum	3.19
Zeros	17
Zeros (%)	0.3%
Memory size	39.2 KiB

Quantile statistics

Minimum	-3.41
5-th percentile	-1.6
Q1	-0.64
median	0.04
Q3	0.7
95-th percentile	1.66
Maximum	3.19
Range	6.6
Interquartile range (IQR)	1.34

Descriptive statistics

Standard deviation	0.9920195146
Coefficient of variation (CV)	32.60219254
Kurtosis	-0.04974666962
Mean	0.030428
Median Absolute Deviation (MAD)	0.67
Skewness	-0.02300750258
Sum	152.14
Variance	0.9841027174

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.01	33	0.7%
-0.11	30	0.6%
0.14	29	0.6%
0.29	27	0.5%
0.04	26	0.5%
0.2	26	0.5%
0.4	25	0.5%
-0.07	25	0.5%
0.02	25	0.5%
0.81	25	0.5%
-0.31	24	0.5%
0.48	24	0.5%
-0.62	24	0.5%
0.07	24	0.5%
0.06	23	0.5%
0.16	23	0.5%
0.09	23	0.5%
0.41	23	0.5%
0.15	23	0.5%
-0.54	23	0.5%
-0.01	23	0.5%
0.18	23	0.5%
0.75	23	0.5%
0.36	23	0.5%
-0.37	23	0.5%
Other values (505)	4380	87.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.41	1	< 0.1%
-3.3	1	< 0.1%
-3.25	1	< 0.1%
-3.15	1	< 0.1%
-3.12	1	< 0.1%
-3.1	1	< 0.1%
-3	1	< 0.1%
-2.85	1	< 0.1%
-2.84	1	< 0.1%
-2.8	1	< 0.1%

Value	Count	Frequency (%)
3.19	1	< 0.1%
3.17	1	< 0.1%
2.93	1	< 0.1%
2.92	1	< 0.1%
2.9	1	< 0.1%
2.88	2	< 0.1%
2.86	1	< 0.1%
2.84	2	< 0.1%
2.83	1	< 0.1%
2.8	1	< 0.1%

X34
Real number (ℝ)

Distinct count	537
Unique (%)	10.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.010933999999999998
Minimum	-3.49
Maximum	3.55
Zeros	26
Zeros (%)	0.5%
Memory size	39.2 KiB

Quantile statistics

Minimum	-3.49
5-th percentile	-1.6005
Q1	-0.65
median	-0
Q3	0.6825
95-th percentile	1.67
Maximum	3.55
Range	7.04
Interquartile range (IQR)	1.3325

Descriptive statistics

Standard deviation	1.003844275
Coefficient of variation (CV)	91.80942701
Kurtosis	0.04887835608
Mean	0.010934
Median Absolute Deviation (MAD)	0.67
Skewness	0.006240727205
Sum	54.67
Variance	1.007703328

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
-0.14	33	0.7%
-0.02	30	0.6%
0.28	29	0.6%
-0.18	28	0.6%
0.05	27	0.5%
-0.04	27	0.5%
-0.33	26	0.5%
0	26	0.5%
0.8	25	0.5%
0.11	25	0.5%
-0.63	25	0.5%
0.31	24	0.5%
0.37	24	0.5%
-0.09	24	0.5%
-0.48	24	0.5%
0.2	24	0.5%
-0.59	24	0.5%
-0.01	24	0.5%
0.63	24	0.5%
0.27	23	0.5%
0.01	23	0.5%
0.7	23	0.5%
0.34	23	0.5%
-0.61	23	0.5%
-0.29	23	0.5%
Other values (512)	4369	87.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.49	1	< 0.1%
-3.48	1	< 0.1%
-3.46	1	< 0.1%
-3.34	1	< 0.1%
-3.29	1	< 0.1%
-3.14	1	< 0.1%
-2.99	1	< 0.1%
-2.92	1	< 0.1%
-2.9	1	< 0.1%
-2.88	1	< 0.1%

Value	Count	Frequency (%)
3.55	1	< 0.1%
3.3	1	< 0.1%
3.23	1	< 0.1%
3.18	1	< 0.1%
3.16	1	< 0.1%
3.14	1	< 0.1%
3.05	1	< 0.1%
3.04	1	< 0.1%
3.02	1	< 0.1%
3.01	1	< 0.1%

X08
Real number (ℝ)

Distinct count	764
Unique (%)	15.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.6763
Minimum	-2.26
Maximum	7.33
Zeros	9
Zeros (%)	0.2%
Memory size	39.2 KiB

Quantile statistics

Minimum	-2.26
5-th percentile	-0.21
Q1	1.49
median	2.825
Q3	3.94
95-th percentile	5.13
Maximum	7.33
Range	9.59
Interquartile range (IQR)	2.45

Descriptive statistics

Standard deviation	1.668996351
Coefficient of variation (CV)	0.6236208015
Kurtosis	-0.5535235005
Mean	2.6763
Median Absolute Deviation (MAD)	1.215
Skewness	-0.2720307816
Sum	13381.5
Variance	2.78554882

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2.11	20	0.4%
3.51	19	0.4%
2.17	19	0.4%
3.27	19	0.4%
3.11	19	0.4%
3.88	19	0.4%
3.41	19	0.4%
4.13	19	0.4%
3.13	18	0.4%
3.37	18	0.4%
3.74	17	0.3%
2.53	17	0.3%
3.01	17	0.3%
3.71	17	0.3%
4.35	17	0.3%
3.89	17	0.3%
3.4	17	0.3%
2.67	16	0.3%
1.99	16	0.3%
4.16	16	0.3%
3.92	16	0.3%
3.19	16	0.3%
3.12	16	0.3%
4.84	16	0.3%
1.1	16	0.3%
Other values (739)	4564	91.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2.26	1	< 0.1%
-2.22	1	< 0.1%
-2.17	1	< 0.1%
-2.13	1	< 0.1%
-2.07	1	< 0.1%
-1.98	1	< 0.1%
-1.95	1	< 0.1%
-1.87	1	< 0.1%
-1.85	1	< 0.1%
-1.78	1	< 0.1%

Value	Count	Frequency (%)
7.33	1	< 0.1%
7.04	1	< 0.1%
6.79	1	< 0.1%
6.78	1	< 0.1%
6.68	1	< 0.1%
6.63	2	< 0.1%
6.6	1	< 0.1%
6.59	1	< 0.1%
6.56	1	< 0.1%
6.53	1	< 0.1%

X17
Real number (ℝ)

Distinct count	681
Unique (%)	13.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.98692
Minimum	-3.63
Maximum	6.05
Zeros	17
Zeros (%)	0.3%
Memory size	39.2 KiB

Quantile statistics

Minimum	-3.63
5-th percentile	-1.23
Q1	-0.04
median	0.89
Q3	1.95
95-th percentile	3.4305
Maximum	6.05
Range	9.68
Interquartile range (IQR)	1.99

Descriptive statistics

Standard deviation	1.414216248
Coefficient of variation (CV)	1.432959356
Kurtosis	-0.2708174055
Mean	0.98692
Median Absolute Deviation (MAD)	1
Skewness	0.2147835454
Sum	4934.6
Variance	2.000007595

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.61	25	0.5%
0.86	22	0.4%
0.58	22	0.4%
0.4	22	0.4%
1.92	22	0.4%
1.14	21	0.4%
1.29	19	0.4%
1.07	19	0.4%
0.5	19	0.4%
0.24	19	0.4%
0.46	19	0.4%
0.76	18	0.4%
1.49	18	0.4%
0.62	18	0.4%
0.47	18	0.4%
0.27	18	0.4%
-0	17	0.3%
0.53	17	0.3%
0.92	17	0.3%
1.56	17	0.3%
0.98	17	0.3%
0.63	17	0.3%
1.34	17	0.3%
0.29	17	0.3%
0.38	17	0.3%
Other values (656)	4528	90.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.63	1	< 0.1%
-3.14	1	< 0.1%
-2.96	1	< 0.1%
-2.78	2	< 0.1%
-2.74	1	< 0.1%
-2.69	1	< 0.1%
-2.68	1	< 0.1%
-2.61	1	< 0.1%
-2.59	1	< 0.1%
-2.58	1	< 0.1%

Value	Count	Frequency (%)
6.05	1	< 0.1%
5.43	1	< 0.1%
5.42	1	< 0.1%
5.29	1	< 0.1%
5.25	1	< 0.1%
5.15	1	< 0.1%
5.13	1	< 0.1%
5.12	1	< 0.1%
5.08	1	< 0.1%
5.05	1	< 0.1%

X24
Real number (ℝ)

Distinct count	527
Unique (%)	10.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-0.002196000000000001
Minimum	-3.73
Maximum	3.88
Zeros	22
Zeros (%)	0.4%
Memory size	39.2 KiB

Quantile statistics

Minimum	-3.73
5-th percentile	-1.6
Q1	-0.68
median	0
Q3	0.67
95-th percentile	1.64
Maximum	3.88
Range	7.61
Interquartile range (IQR)	1.35

Descriptive statistics

Standard deviation	1.000680913
Coefficient of variation (CV)	-455.683476
Kurtosis	0.01104957189
Mean	-0.002196
Median Absolute Deviation (MAD)	0.675
Skewness	0.04458360731
Sum	-10.98
Variance	1.00136229

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.06	30	0.6%
-0.14	28	0.6%
-0.38	26	0.5%
-0.24	26	0.5%
0.32	26	0.5%
0.08	26	0.5%
0.26	26	0.5%
-0.32	25	0.5%
-0.13	25	0.5%
-0.5	25	0.5%
0.24	25	0.5%
0.85	25	0.5%
0.4	24	0.5%
0.04	24	0.5%
0.02	24	0.5%
-0.05	24	0.5%
-0.02	24	0.5%
-0.12	24	0.5%
0.28	24	0.5%
-0.04	24	0.5%
-0.68	24	0.5%
-0.25	24	0.5%
-0.46	23	0.5%
-0.31	23	0.5%
-0.06	23	0.5%
Other values (502)	4378	87.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.73	1	< 0.1%
-3.48	1	< 0.1%
-3.46	1	< 0.1%
-3.17	1	< 0.1%
-3.03	1	< 0.1%
-2.94	1	< 0.1%
-2.93	1	< 0.1%
-2.92	1	< 0.1%
-2.91	2	< 0.1%
-2.9	1	< 0.1%

Value	Count	Frequency (%)
3.88	1	< 0.1%
3.21	1	< 0.1%
3.2	1	< 0.1%
3.17	1	< 0.1%
3.11	1	< 0.1%
3.07	1	< 0.1%
3.04	1	< 0.1%
2.99	1	< 0.1%
2.95	1	< 0.1%
2.92	2	< 0.1%

X00
Real number (ℝ)

Distinct count	529
Unique (%)	10.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-0.018560000000000004
Minimum	-3.54
Maximum	3.35
Zeros	18
Zeros (%)	0.4%
Memory size	39.2 KiB

Quantile statistics

Minimum	-3.54
5-th percentile	-1.6905
Q1	-0.6825
median	-0.03
Q3	0.66
95-th percentile	1.601
Maximum	3.35
Range	6.89
Interquartile range (IQR)	1.3425

Descriptive statistics

Standard deviation	1.001375772
Coefficient of variation (CV)	-53.953436
Kurtosis	-0.03635377974
Mean	-0.01856
Median Absolute Deviation (MAD)	0.67
Skewness	-0.01740525689
Sum	-92.8
Variance	1.002753437

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.48	29	0.6%
-0.23	29	0.6%
-0.63	28	0.6%
-0.11	27	0.5%
-0.12	27	0.5%
-0.3	27	0.5%
0.12	26	0.5%
0.31	26	0.5%
-0.29	26	0.5%
-0.43	25	0.5%
-0.58	25	0.5%
-0.33	25	0.5%
-0.01	25	0.5%
-0.69	25	0.5%
0.23	25	0.5%
-0.27	25	0.5%
0.22	24	0.5%
0.09	24	0.5%
-0.22	24	0.5%
-0.05	24	0.5%
-0.17	23	0.5%
0.13	23	0.5%
-0.55	23	0.5%
-0.02	23	0.5%
0.05	23	0.5%
Other values (504)	4369	87.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.54	1	< 0.1%
-3.24	1	< 0.1%
-3.2	1	< 0.1%
-3.15	2	< 0.1%
-3.12	1	< 0.1%
-3.08	1	< 0.1%
-3.01	2	< 0.1%
-3	1	< 0.1%
-2.98	1	< 0.1%
-2.95	1	< 0.1%

Value	Count	Frequency (%)
3.35	1	< 0.1%
3.23	1	< 0.1%
3.18	1	< 0.1%
2.96	1	< 0.1%
2.93	1	< 0.1%
2.92	1	< 0.1%
2.8	1	< 0.1%
2.79	1	< 0.1%
2.76	2	< 0.1%
2.74	2	< 0.1%

target
Categorical

Distinct count	3
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	1692
2	1655
1	1653

Value	Count	Frequency (%)
0	1692	33.8%
2	1655	33.1%
1	1653	33.1%

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Overview of Unicode Properties

Unique unicode characters	3
Unique unicode categories (?)	1
Unique unicode scripts (?)	1
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	1692	33.8%
2	1655	33.1%
1	1653	33.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5000	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	1692	33.8%
2	1655	33.1%
1	1653	33.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	5000	100.0%

Most frequent Common characters

Value	Count	Frequency (%)
0	1692	33.8%
2	1655	33.1%
1	1653	33.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5000	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	1692	33.8%
2	1655	33.1%
1	1653	33.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	X19	X16	X15	X26	X04	X12	X37	X27	X39	X06	X25	X09	X13	X31	X34	X08	X17	X24	X00	target
0	2.28	2.25	3.16	0.02	-0.10	4.65	0.56	-1.32	0.29	2.49	1.11	0.58	5.82	-0.86	0.34	1.34	4.01	-0.14	-0.23	2
1	-0.90	2.23	3.40	0.13	1.52	3.08	0.91	0.11	0.22	1.49	0.40	1.34	5.01	1.28	-0.18	2.33	2.56	-1.32	0.38	0
2	-0.10	-0.80	-0.87	0.07	2.44	2.35	-0.09	0.64	1.00	3.09	0.20	3.61	-1.04	0.29	0.28	5.48	0.63	-1.64	-0.69	1
3	0.47	2.72	5.71	0.10	1.03	3.51	1.35	0.20	0.10	-1.23	0.12	0.87	4.88	0.43	-0.99	0.11	0.95	1.12	0.40	0
4	2.47	2.09	0.34	1.19	4.22	2.51	-0.58	-0.55	0.40	4.52	0.21	4.66	2.40	0.62	-1.87	5.60	0.29	0.31	-0.81	1
5	-0.03	-0.07	0.14	0.34	1.80	3.45	-1.82	-0.58	-0.23	2.16	-0.62	3.63	2.47	1.23	0.19	4.08	0.32	-1.27	0.59	1
6	1.30	-1.00	1.90	0.14	4.00	-1.43	-0.45	1.53	0.27	5.36	-2.05	3.89	0.70	0.25	-0.35	3.81	-0.31	-0.19	-0.15	0
7	0.25	1.79	2.12	-0.19	-1.39	5.46	-0.72	-0.74	0.95	1.71	-0.63	5.81	2.72	-0.00	-0.40	2.96	0.20	2.06	-0.30	2
8	-0.22	0.01	1.42	0.54	4.26	1.53	1.14	-0.68	0.04	6.24	-0.04	4.84	-1.19	-1.18	-0.15	3.95	0.98	0.81	-1.45	0
9	1.17	4.91	3.86	0.29	-1.89	4.14	-0.37	0.17	1.30	0.05	-1.15	3.66	3.70	-0.12	-0.16	2.38	2.70	-0.83	0.28	2

Last rows

	X19	X16	X15	X26	X04	X12	X37	X27	X39	X06	X25	X09	X13	X31	X34	X08	X17	X24	X00	target
4990	1.02	4.00	4.41	-1.37	-0.11	4.08	0.34	0.94	1.36	2.31	2.71	1.06	5.82	0.53	0.58	0.02	1.89	-1.48	-1.37	0
4991	-0.24	0.38	3.77	-0.98	-0.34	3.97	1.21	-1.75	1.05	1.27	1.70	4.36	4.34	0.60	-1.75	2.65	-0.11	-1.32	-3.20	2
4992	-0.00	1.09	0.39	0.11	2.32	3.18	1.12	1.79	-0.14	2.69	0.11	4.15	2.56	0.89	0.73	4.45	-2.28	0.55	-0.43	1
4993	1.20	3.57	4.07	-0.55	-0.85	3.79	-0.43	-0.92	1.96	-0.72	0.44	0.62	5.85	0.62	-0.12	1.17	1.21	0.44	0.31	2
4994	0.30	2.78	2.98	-0.91	1.25	4.93	-1.57	1.48	0.72	0.85	0.43	3.95	3.16	0.14	-0.33	3.37	2.70	-0.14	0.59	2
4995	1.85	3.03	3.12	0.05	3.43	0.63	0.18	-0.62	1.11	4.04	1.62	0.78	1.34	-2.56	-0.78	1.83	1.34	0.41	0.44	0
4996	-0.17	0.01	0.52	-0.50	1.41	0.81	0.71	-1.68	0.36	3.75	0.15	3.71	1.55	0.37	-1.08	3.44	0.42	1.91	1.18	1
4997	1.29	5.28	3.78	0.93	1.55	3.57	-0.38	0.94	-0.85	0.42	0.23	1.54	4.38	1.61	-0.84	-0.70	1.91	-0.67	0.64	2
4998	0.80	0.97	0.20	0.09	4.28	1.11	-0.63	0.33	0.63	4.46	-0.04	0.25	0.92	-0.65	-0.97	4.80	1.48	-0.89	0.18	0
4999	1.72	3.05	2.16	-0.20	2.22	3.54	1.01	0.17	0.61	3.09	-0.91	0.62	2.15	0.28	0.51	1.42	2.76	-0.66	2.05	0

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most occurring scripts

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows